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	DAS-AONN: a hybrid approach for solving parametric optimal control problems with singularities 期刊论文 APPLIED MATHEMATICS LETTERS, 2025 作者: Yuan ZK(苑子康) Adobe PDF(805Kb) \| 收藏 \| 浏览/下载：38/7 \| 提交时间：2025/03/24 partial differential equation parametric optimal control deep neural network deep adaptive sampling
	Example dependent cost sensitive learning based selective deep ensemble model for customer credit scoring 期刊论文 SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1 作者: Xiao, Jin; Li, Sihan; Tian, Yuhang; Huang, Jing; Jiang, Xiaoyi Adobe PDF(4541Kb) \| 收藏 \| 浏览/下载：50/1 \| 提交时间：2025/03/03 Credit scoring Example-dependent cost-sensitive learning TabNet deep neural network Selective deep ensemble Explainable artificial intelligence
	Deep Convolutional Neural Network Enhanced Non-uniform Fast Fourier Transform for Undersampled MRI Reconstruction 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER VISION, 2025 作者: Li, Yuze; Qi, Haikun; Hu, Zhangxuan; Sun, Haozhong; Li, Guangqi Adobe PDF(5549Kb) \| 收藏 \| 浏览/下载：41/3 \| 提交时间：2025/03/03 Deep convolution neural network Non-uniform Fast Fourier transform Global correlation Adaptive interpolation Undersampled MRI reconstruction
	Switchable deep beamformer for high-quality and real-time passive acoustic mapping 预印本 2024 作者: Zeng, Yi; Li, Jinwei; Zhu, Hui; Lu, Shukuan; Li, Jianfeng 收藏 \| 浏览/下载：105/0 \| 提交时间：2025/01/13 Cavitation Passive Acoustic Mapping Deep Neural Network Ultrasound
	RS-BNN: A Deep Learning Framework for the Optimal Beamforming Design of Rate-Splitting Multiple Access 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 11, 页码: 1-6 作者: Yiwen Wang; Yijie Mao; Sijie Ji Adobe PDF(594Kb) \| 收藏 \| 浏览/下载：311/9 \| 提交时间：2024/07/08 Array signal processing Optimization Interference Signal to noise ratio Computational modeling Computational complexity Bridges Rate-splitting multiple access (RSMA) deep learning deep unfolding beamforming design neural network
	Significant Bandwidth Enhancement of LowReflection Checkerboard Metasurfaces Using Machine Learning 会议论文 2024 14TH INTERNATIONAL SYMPOSIUM ON ANTENNAS, PROPAGATION AND EM THEORY (ISAPE), Hefei, China, 23-26 Oct. 2024 作者: Xi Chong You; Cheng Tian Gao; Feng Han Lin Adobe PDF(1851Kb) \| 收藏 \| 浏览/下载：67/1 \| 提交时间：2025/02/12 Contrastive Learning Deep neural networks % reductions Checkerboard metasurface Conditional deep neural network Electromagnetic discovery Electromagnetic metasurface Electromagnetics Metasurface Neural-networks Scattering reduction Unit cells
	Research on Agents Decision-making Ability based on Adaptive Deep Learning 会议论文 ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Singapore, Singapore, August 7, 2024 - August 9, 2024 作者: Chen, Qianyu 收藏 \| 浏览/下载：2/0 \| 提交时间：2025/04/25 Contrastive Learning Convolutional neural networks Deep learning Efficiency Federated learning Reinforcement learning Adaptive decision making Adaptive deep learning Changing environment Convolutional neural network Decision-making ability Decisions makings Experience replay Intelligence decision Policy optimization Research results
	Solving PDEs on unknown manifolds with machine learning 期刊论文 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71 作者: Liang, Senwei; Jiang, Shixiao W.; Harlim, John; Yang, Haizhao Adobe PDF(4816Kb) \| 收藏 \| 浏览/下载：530/94 \| 提交时间：2024/03/22 Algebra Computation theory Deep neural networks Gradient methods Learning systems Mathematical operators Multilayer neural networks Network layers Convergence analysis Diffusion maps High-dimensional High-dimensional PDE Higher-dimensional Hypothesis space Least squares minimization Manifold Neural-networks Point-clouds
	Automatic detection of breast lesions in automated 3D breast ultrasound with cross-organ transfer learning 期刊论文 VIRTUAL REALITY AND INTELLIGENT HARDWARE, 2024, 卷号: 6, 期号: 3, 页码: 239-251 作者: Lingyun, B.A.O.; HUANG, Zhengrui; LIN, Zehui; SUN, Yue; CHEN, Hui Adobe PDF(1181Kb) \| 收藏 \| 浏览/下载：267/2 \| 提交时间：2024/07/19 Automation Computer aided diagnosis Computer aided instruction Convolution Deep neural networks Diseases Image analysis Learning systems Medical imaging Ultrasonic applications Automated 3-d breast ultrasounds Breast Cancer Breast ultrasound Cancer detection Convolutional neural network Cross organ learning Deep learning Detection performance Learning methods Transfer learning
	Ultra-low loss SOI waveguide crossings designed by a hybrid global optimization based on deep learning 期刊论文 OPTICS COMMUNICATIONS, 2024, 卷号: 556 作者: Lu, Wang; Shi, Hao; Ma, Chuanqi; Li, Zhenjiang; Zhu, Shijie Adobe PDF(2566Kb) \| 收藏 \| 浏览/下载：283/2 \| 提交时间：2024/02/02 Crosstalk Deep learning Generative adversarial networks Global optimization Polarization Stochastic systems Waveguides Generative neural network Global optimisation Global optimizer Hybrid global optimization Low-loss Neural-networks Silicon waveguide SOI waveguides Transverse electric modes Waveguide crossings

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